MULTIOBJECTIVE EVOLUTIONARY OPTIMIZATION OF GREENHOUSE VEGETABLE CROP DISTRIBUTIONS

被引:0
作者
Marquez, A. L. [1 ]
Manzano-Agugliaro, F.
Gil, C. [1 ]
Canero-Leon, R.
Montoya, F. G.
Banos, R. [1 ]
机构
[1] Univ Almeria, Dept Comp Architecture & Elect, Carretera Sacramento S-N, Almeria, Spain
来源
IJCCI 2009: PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL INTELLIGENCE | 2009年
关键词
MultiObjective optimization; Greenhouse crop distribution; NSGA-II; msPESA; Risk management;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multiobjective evolutionary algorithms (MOEAs) are known for their ability to optimize several objective functions simultaneously to provide a representative set of the Pareto front, which is a set of problem solutions representing a trade-off between the best values of each one of the objectives. This characteristic is specially interesting for the optimization of many real world problems, such as the allocation of land resources to maximize profit while reducing the economical risks associated to different distributions of crops in southern Spain, which has one of the largest concentrations of greenhouses in the world.
引用
收藏
页码:218 / +
页数:2
相关论文
共 16 条
[1]  
AMADOR F, 1998, EUROPEAN REV AGR EC, V25, P92109
[2]  
[Anonymous], 2002, Evolutionary algorithms for solving multi-objective problems
[3]   An MCDM approach to production analysis: An application to irrigated farms in southern Spain [J].
Berbel, J ;
Rodriguez-Ocana, A .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1998, 107 (01) :108-118
[4]  
Corne DW, 2000, LECT NOTES COMPUTER, P869
[5]  
Deb K., 2000, LECT NOTES COMPUTER, P849, DOI [DOI 10.1007/3-540-45356-3, DOI 10.1007/3-540-45356-3_83]
[6]  
Deb K., 2002, Multi-objective optimisation using Evolutionary algorithms
[7]   Plastic films for agricultural applications [J].
Espi, E. ;
Salmeron, A. ;
Fontecha, A. ;
Garcia, Y. ;
Real, A. I. .
JOURNAL OF PLASTIC FILM & SHEETING, 2006, 22 (02) :85-102
[8]  
FONSECA C, 1993, P 5 INT C GEON ALG S
[9]   A hybrid method for solving multi-objective global optimization problems [J].
Gil, C. ;
Marquez, A. ;
Banos, R. ;
Montoya, M. G. ;
Gomez, J. .
JOURNAL OF GLOBAL OPTIMIZATION, 2007, 38 (02) :265-281
[10]  
Golberg DE., 1989, Choice Reviews Online, V1989, P36, DOI DOI 10.5860/CHOICE.27-0936